Molyneux’s question, whether the newly sighted might immediately recognize tactilely familiar shapes by sight alone, has produced an array of answers over three centuries of debate and discussion. I propose the first pluralist response: many different answers, both yes and no, are individually sufficient as an answer to the question as a whole. I argue that this is possible if we take the question to be cluster concept of sub-problems. This response opposes traditional answers that isolate specific perceptual (...) features as uniquely applicable to Molyneux’s question and grant viability to only one reply. Answering Molyneux’s question as a cluster concept may also serve as a methodology for resolving other philosophical problems. (shrink)

This chapter relates the problem of demarcating the pathological from the non-pathological in psychiatry to the general problem of defining ‘disease’ in the philosophy of medicine. Section 2 revisits three prominent debates in medical nosology: naturalism versus normativism, the three dimensions of illness, sickness, and disease, and the demarcation problem. Sections 3–5 reformulate the demarcation problem in terms of semantic vagueness. ‘Disease’ exhibits vagueness of degree by drawing no sharp line in a continuum and is combinatorially vague because there are (...) several criteria for the term’s use that might fall apart. Combinatorial vagueness explains why the other two debates appear hopeless: Should we construe ‘disease’ in a naturalistic or in a normative way? Neither answer is satisfactory. How should we balance the three dimensions of pathology? We do not have to, because illness, sickness and disease (narrowly conceived) are non-competing criteria for the application of the cluster term ‘disease’. (shrink)

Informed consent is thought to exist as a well-defined entity. Altered concepts of patient autonomy, differential cultural understanding of the entity, and the failure of clients to distinguish between research and clinical ethics, and various hierarchical cultural views of informed consent all suggest that alterations may be needed in the traditional concept. By using the methodology outlined by Gasking in which he defines the idea of “cluster concepts,” one may be able to enlarge the definition and augment the (...) understanding of the informed consent and include the time and culture-specific variants which exist. (shrink)

The paper argues for a decompositionalist account of lexical concepts. In particular, it presents and argues for a cluster decompositionalism, a view that claims that the complexes a token of a word corresponds to on a given occasion are typically built out of a determinate set of basic concepts, most of which are present on most other occasions of use of the word. The first part of the paper discusses some explanatory virtues of decompositionalism in general. The second singles (...) out cluster decompositionalism as the best explanation of the variability of meaning. The third part is devoted to responding to some problems. (shrink)

In this paper, we focus on the analysis of Eliezer Yudkowsky’s concept of “coherent extrapolated volition” (CEV) as a response to the need for a post-conventional, persuasive morality that meets the criteria of active trust in the sense of Anthony Giddens, which could be used in the case of autonomous machines. Based on the analysis of the results of the Moral Machine project, we formulate some guidelines for transformation of the idea of a coherent extrapolated volition into the (...) class='Hi'>concept of a coherent, extrapolated and clustered volition. The argumentation used in the paper is intended to show that the idea of CEV transformed into its clustered version can be used to build a technically and socially efficient decision-making pattern database for autonomous machines. (shrink)

Many philosophers of mind believe that the term 'consciousness' is ambiguous and charge that theoretical work on consciousness is often guilty of conflating distinct concepts of consciousness. I criticize the best arguments for this view -- what I call the multiple concepts view -- and I offer some preliminary support for a new brand of univocalism according to which the concept of consciousness is a cluster concept. In particular I address three lines of evidence for the multiple (...) concepts view: (1) Rosenthal's distinctions between creature consciousness, state consciousness, and transitive consciousness, (2) the argument from theoretical diversity (as I call it), and (3) Block's distinction between access consciousness and phenomenal consciousness. (shrink)

This paper replies to objections from Thomas Adajian, Stephen Davies, and Robert Stecker to my claim, defended in ‘"Art" as a Cluster Concept’, that ‘art’ is a cluster concept and so cannot be defined. The paper also clarifies and extends the arguments of the earlier paper and locates its position in relation to the work of Morris Weitz.

This essay seeks to demonstrate that there are no compelling reasons to exclude non-Western artefacts from the domain of art. Any theory of art must therefore account for the universality of the concept of art. It cannot simply start from ‘our’ art traditions and extend these conceptions to other cultures, since this would imply cultural appropriation, nor can it resolve the matter simply by formulating separate criteria for non-Western art, since this would imply that there is no unity in (...) the concept of art. At first sight, cluster theories of art seem capable of accounting for the universality of art since they (can) start from a broad cross-cultural range of artworks and nowhere seem to extend one conception of art to other conceptions. Yet cluster theories remain unsatisfactory, because they can neither avoid misapplication of the proposed criteria, nor clarify the unity in the concept of art. (shrink)

The concept of the person is widely assumed to be indispensable for making a rights claim. But a survey of the concept's appearance in legal discourse reveals that the concept is stretched to the breaking point. Personhood stands at the center of debates as diverse as the legal status of embryos and animals to the rights and responsibilities of corporations and nations. This Note argues that personhood is a cluster concept with distinct components: the biological (...) concept of the human being, the notion of a rational agent, and unity of consciousness. Use of these component concepts (in lieu of the concept of the person) in legal reasoning would promote greater systematicity and coherence. (shrink)

Conceptions of human nature fall under two broad categories, trait bin accounts and trait cluster accounts. Trait bin accounts take there to be a special bin of traits, one composed of all and only those traits constituting our nature. For those arguing for a trait bin account of human nature, the challenge is to articulate what it is that marks a trait as being in or outside of the bin. For some, the bin is filled by the traits essential (...) to being human. Others, such as Machery in his contribution to this volume, offer a non-essentialist trait bin conception of human nature. In this chapter, I argue that trait bin approaches to human nature are misguided, that there is no good way of dividing human traits into those that are a part of our nature and those that are not. Instead, I argue for a trait cluster account, which sees human nature not as a special bin of traits, but as the relationship among traits. Under this account, human nature lies in the patterns of trait expression within and across human life histories. This account does a superior job characterizing what humans are like and aligning human nature with the human sciences. (shrink)

What is the folk concept of art? Does it track any of the major definitions of art philosophers have proposed? In two preregistered experiments (N=888) focusing on two types of artworks (paintings and musical works), we manipulate three potential features of artworks: intentional creation, the possession of aesthetic value, and institutional recognition. This allows us to investigate whether the folk concept of art fits an essentialist definition drawing on one or more of the manipulated factors, or whether it (...) might be a disjunctive or cluster concept. The results suggest that none of the three manipulated properties are necessary for an object to be art, though some, even by themselves, suffice. The folk concept of art might thus well be a cluster concept instead of an essentialist concept. (shrink)

Berys Gaut has recently articulated and defended a putatively anti-definitional ‘cluster’ theory of art. In the first part of this paper, I argue that Gaut's version of the cluster account is flawed. The key notion of ‘counting toward the application of a concept’ is formulated in such a way that a range of apparently irrelevant properties will count as criterial for the concept of art. Moreover, there does not appear to be any quick fix to this (...) problem. I then turn to an exploration of the relationship between the cluster theory and the possibility of defining art. Gaut has claimed that the truth of the cluster account would provide an independent basis for rejecting the possibility of an adequate definition of art. I argue that this is not the case. But while the truth of the cluster account is consistent with definition, I also argue that it would not entail the definability of art in any ordinary sense. (shrink)

In this article, I review A Theory of Legal Personhood, explaining what I see as its key contributions to animal law scholarship, while situating it against wider jurisprudential contributions that may be of interest to philosophers and legal scholars grappling with the oft-thorny idea of legal personhood, not just for nonhuman animals but for corporations, artificially intelligent machines, and late-term fetuses. The article will explain Kurki's “bundle” theory of legal personhood as a “cluster” concept and analyze the extremely (...) helpful parsing his theory provides in terms of the active and passive “incidents” of legal personhood. I focus much of the piece on Kurki's view of legal “nonpersons” who nonetheless have some rights or incidents of personhood in order to help clarify the challenge Kurki's theory raises for Steven M. Wise and the Nonhuman Rights Project, as the issues surrounding those litigation efforts will likely be familiar to readers here, who will be wondering how this theory interacts with what Wise seeks to achieve. (shrink)

Although there once was a general consensus among race scholars that applying race categories to humans is biologically illegitimate, this consensus has been erased over the past decade. This is largely due to advances in population genetics that allow biologists to pick out genetic population clusters that approximate some of our common sense racial categories. In this paper, I argue that this new ability really ought not undermine our confidence in the biological illegitimacy of the human races. Unfortunately, the claim (...) that races are biologically legitimate is ambiguous—the sense I will be concerned with here holds that the human species can be divided into biological subspecies. Sesardic and Andreasen have both argued that the cluster results are evidence for subspecies within the human population. I show the cluster results are in fact evidentially inert relative to each author’s preferred subspecies concept. I then sketch the kinds of biological facts that could be used to adjudicate whether human subspecies have existed in the past. (shrink)

As people’s lives get better and better, more and more people choose to travel and with that comes the demand for more transportation. For now, traditional transportation hubs can temporarily meet people’s travel needs. If driven by big data concepts and methods, the various capabilities of high-speed rail transportation hubs will be sublimated, and the regional economy will be in line with the prosperity of this place. Proportionally, railway hubs are extremely attractive to the rapid growth of the regional economy. (...) This paper takes the high-speed railway hub construction model under big data as the research object and verifies the reliability of the research model and the development of economic regions based on the high-speed railway data in recent years as reference parameters. This article selects the panel data of railway transportation and regional economy in China’s provinces for 10 consecutive years from 2011 to 2020. Among them, seven indicators were selected for railway transportation: passenger volume, freight volume, passenger turnover, cargo turnover, number of railway employees, railway transportation industry fixed asset investment and construction scale, and per capita railway network density. In terms of regional economy, six indicators were selected: regional GDP, per capita GDP, per capita investment in fixed assets, per capita total retail sales of consumer goods, per capita investment in imports and exports, and the proportion of the added value of the tertiary industry in GDP. The experimental results prove that each sample is tested in pairs, the standard error level of the mean is 0.002, which is less than 0.05, and high-speed railway construction can finally achieve economic integration. By improving the development of high-speed railways, continuously shortening the distance between time and space, breaking regional trade barriers, and reducing the cost of commodity circulation, industrial interaction and coordinated development between different regions can be effectively promoted. (shrink)

This essay examines Charles S. Pierce’s critique of nominalism against the background of the debate about natural kinds at the time of the first reception of Darwin's _Origin of Species_. In the history of the so-called dispute over universals in Western philosophy, the phenomenon of species constancy has always been of central importance (since Plato). Darwin's historicization of species was seen by some of Peirce's contemporaries, including Chauncey Wright, as support for Mill's nominalism. Peirce believed the opposite, that Darwin's history (...) of the origin of species supports realism about universals. This is so because for Darwin species arise independently of the human mind. Just as a history of science does not have to cast doubt on the reality of scientific disciplines, a history of species does not have to make their reality appear questionable. However, a concept of modifiable species is needed to understand this history. Peirce develops such a concept by understanding species, ahead of his time, as variable clusters. (shrink)

The concept of innateness is used to make inferences between various better-understood properties, like developmental canalization, evolutionary adaptation, heritability, species-typicality, and so on (‘innateness-related properties’). This article uses a recently-developed account of the representational content carried by inheritance systems like the genome to explain why innateness-related properties cluster together, especially in non-human organisms. Although inferences between innateness-related properties are deductively invalid, and lead to false conclusions in many actual cases, where some aspect of a phenotypic trait develops in (...) reliance on a genetic representation it will tend, better than chance, to have many of the innateness-related properties. The account also shows why inferences between innateness-related properties sometimes fail and argues that such inferences are especially misleading when applied to human psychology and behaviour because human psychological development is especially reliant on non-genetic inherited representations. (shrink)

Since the opening of the economy, China’s regional economy has developed rapidly, the overall national strength has been increasing, and the people’s living standards have been continuously improved. The issue of coordinated regional development has become an important issue in today’s society. Genetic algorithm is a kind of prediction algorithm that has developed rapidly in recent years and is widely used. However, when solving engineering prediction problems, there are often problems such as premature convergence and easiness to fall into local (...) optimal solutions. Therefore, on the basis of studying the related theories of genetic algorithm and artificial immune algorithm, this paper uses the advantages of the two algorithms, combines the two algorithms, and proposes an improved algorithm for genetic algorithm-adaptive immune genetic algorithm. Taking genetic algorithm as the basic framework, the operators and selection methods of artificial immune algorithm are integrated. Using the adaptive concept, the formulas of adaptive crossover probability and mutation probability are innovatively designed. Compared with the fixed value of the immune genetic algorithm, the introduction of the adaptive concept can intelligently adjust the optimization process and increase the optimization speed. Considering the double uncertain factors of product market demand and waste product recycling in the remanufacturing supply chain system, the maximization of logistics network operating profit, the minimization of environmental impact, and the maximization of customer satisfaction are the forecast goals. The market demand of uncertain products is effectively controlled through the option contract mechanism, and a multiobjective forecasting model based on the option contract mechanism is established. According to the characteristics of the model, an improved immune genetic algorithm is designed to solve the problem, and the effectiveness of the immune genetic algorithm is verified through an example. (shrink)

Nietzsche was a philosopher who prided himself, in deliberate contradistinction with previous philosophers, on his ‘historical sense’. But this leaves many questions unanswered about the precise role of the historical in Nietzsche’s philosophy. Perhaps most importantly, can the conception of genealogy in Nietzsche’s later philosophy, as a revised historical method, be taken to represent his mature philosophical methodology in general? I argue, firstly, that there is considerable continuity between Nietzsche’s conceptions of history in the early essay ‘On the uses and (...) disadvantages of history for life’ and those of his later philosophy. The former can therefore be used as a resource for understanding the latter. Through a reading of the early history essay I demonstrate that Nietzsche’s conception of the historical here is intimately bound up with the notion of the ‘unhistorical’ and that it is precisely renewed access to the unhistorical which is required in order for history to be conducive to the flourishing of humanity. I go on to contend that this holds for Nietzsche’s later writings as well, and that genealogy, being purely historical, must therefore be seen as one subsidiary part of a broader philosophy in which the unhistorical will play, literally, a vital role. (shrink)

We inquire into the notions of ‘boundary’ and ‘cluster’ in the fields of medical genetics, pharmacogenetics, and population genetics. First we show that the two notions are not well discussed in literature. Then we propose a promising explication of them, in which we argue that clustering is always ‘property laden’, that is, fundamentally dependent on decisions about the properties to be taken into account. In particular we suggest three different kinds of properties that have a role in these decisions. (...) That is, we conclude that boundaries and clusters among humans depend on our way of considering nature. Concepts of ‘race’ and ‘ethnic group’ are discussed too, since they are the most used clusters among humans. (shrink)

This article starts with the idea that the task of social philosophy can be defined as the diagnosis and therapy of social pathologies. It discusses four conceptions of social pathology. The first two conceptions are ‘normativist’ and hold that something is a social pathology if it is socially wrong. On the first view, there is no encompassing characterization of social pathologies available: it is a cluster concept of family resemblances. On the second view, social pathologies share a structure (...) (e.g. second-order disorder). The last two conceptions are ‘naturalist’ and hold that something is wrong because it is pathological. The third view takes it that society is the kind of substance that can fall ill – an organism. The fourth view operates with the notion of a social life that can degenerate. The four conceptions are compared along six criteria: (1) is the view plausible?; (2) is it informative (if true)?; (3) does it help define the task of social philosophy?; (4) does it take naturalistic vocabulary seriously?; (5) does it hold that pathologies share a structure?; and (6) how does it see the primacy of being wrong and being pathological? (shrink)

The recognition of species proceeds by two fairly distinct phases: (1) the sorting of individuals into groups or basic taxa (‘discovery’) (2) the checking of those taxa as candidates for species-hood (‘justification’). The target here is a rational reconstruction of phase 1, beginning with a discussion of key terms. The transmission of ‘meaning’ is regarded as bimodal: definition states the intension of the term, and diagnosis provides a disjunction of criteria for recognition of its extension. The two are connected by (...) a spectrum, with purely theoretical definition at one pole and purely ‘operational’ diagnosis at the other, with the more operational elements explained by the more theoretical. The current plethora of species concepts provides a good example. Accepting the Ghiselin–Hull thesis, that a species is an individual, a basic taxon is therefore also an individual with organisms as its parts. In a generalised synchronic individual its parts are conceptually integrated by an integrating principle (IP), which consists of a relation applying within a plan or rule. Fully developed, such an IP ensures the maximisation of the information content of the individual. A diachronic individual is then the set of its component synchronic parts, and its IP is provided by near-identity in an appropriate space-time (not necessarily physical). The integration of parts of an individual is illuminated by Gasking's concept of a proper group (in this case a chain-group), whose members are related by the relation serially fitting together with, the IP completed by an appropriate plan or rule. Gasking also applied the term cluster to a proper group persisting over a substantial period of time, individuated by any member acting as focus. A basic taxon is therefore a cluster of individuals, integrated by the relation significantly taxonomically similar and the rule in character-space-time. The nature of those concepts is discussed and defended. A species will inherit certain of the attributes of the preceding basic taxon (taxa). In at least the synchronic version its parts (individuals) will resemble each other significantly, providing the intuitive applicability of ‘members of’ and ‘instances of’ a species. Also, the notion that a species’ name is given by pure ostension, via a name-bearer (holotype) is empirically incoherent: the name cannot be applied in practice without an appropriate set of diagnostic traits. (shrink)

The observation that concepts used by social scientists are often problematic is not new; they have been described as Ballung concepts, cluster concepts, essentially contested, and reflexive; however, the need to work with these concepts remains. This article addresses the problem of variable choice in the social sciences by exploring and extending Woodward’s recommendations. This article demonstrates why Woodward’s criteria are difficult to apply in the social sciences and proposes an alternative, but complementary, framework for assessing variables.

This dissertation has three parts. Part I, comprising chapters 1 and 2, addresses some basic commitments which must be presupposed in theorizing about concepts. Concepts, to a first approximation, are mental representations that are constituents of thoughts. Chapter 1 attempts to clarify the notion of representing. Chapter 2 reconstructs arguments in the work of Frege against the mental nature of thoughts and (by the same token) of concepts, arguing that they are confused and leave the notion of concepts as mental (...) representations unscathed. Part II, comprising chapters 3 to 5, pursues the aim of closing in on concepts in light of the widely shared understanding that concepts form a more specific class than just any kind of subpropositional mental representations. This part, if successful, should also help clarify the interrelations among a certain cluster of ideas which are customarily connected to the property of being a concept. Chapter 3 advocates storage in long-term memory as a basic, explanatorily principled criterion of delimiting concepts from nonconceptual mental representations. In leading up to this criterion, the chapter subjects to methodological critique the typical manner in which philosophers justify their assumption of a conceptual/nonconceptual-distinction. Chapter 4 investigates the idea that concepts are, in some sense, mental representations under which we categorize things in the world. Two versions of this idea of categorizing mental representations are distinguished, one metaphysical, the other psychological in kind. Both of these ideas, it is claimed, are inadequate to capture concepthood as such. Chapter 5 continues on the positive side, reconnecting to an earlier introduced idea which places concepts, other than sensory-perceptual events, in the realm of so-called high-level cognition. Concepts are not only stored in long-term memory, they are also capable of entering into cognitive processes that are “flexible”, rather than “hardwired”. Subdistinctions and explanations are provided that hopefully make the relevant notions workably precise. Part III of the dissertation moves on to engage in more specific debates in the theory of concepts. In one way or another, all three chapters in this part take as their points of departure the influential compositionality arguments against prototype theory often reiterated by Fodor, until recently the agenda-setting concept theorist in the philosophy of psychology. The chapters jointly aim to identify and correct a number of errors committed in the context of this debate: in the basic, generally accepted, presuppositions of these arguments (chapter 6); in the topography of concept-theoretical positions assumed by Fodor and adopted by subsequent commentators (chapter 7); and in the followup comments with which Fodor has intended to support and supplement these arguments (chapter 8). (shrink)

In this paper, we present our research on data mining approaches with the existence of obstacles. Although there are a lot of algorithms designed to detect clusters with obstacles, few algorithms can detect clusters and outliers simultaneously and interactively. We here extend our original research [Shi, Zhang, Towards Exploring Interactive Relationship between Clusters and Outliers in Multi-Dimensional Data Analysis, 518–519: IEEE Computer Society, 2005] on iterative cluster and outlier detection to study the problem of detecting cluster and outliers (...) iteratively with the presence of obstacles. Clusters and outliers are concepts of the same importance, so it is necessary to treat clusters and outliers in the same way in data analysis. In this algorithm, clusters are detected and adjusted according to the intra-relationship within clusters and the inter-relationship between clusters and outliers, and vice versa. The adjustment and modification of the clusters and outliers are performed iteratively until a certain termination condition is reached. This data processing algorithm can be applied in many fields such as pattern recognition, data clustering and signal processing. (shrink)

Companies' urge to maximise their profits and their attempts to remain in the highly competitive globalised market gave birth to the TQM concept and have kept it alive. TQM is a comprehensive look which encompasses virtually every aspect of the value chain as well as the human resource and customer satisfaction. Therefore, a great number of companies feel obliged to implement its rules, and procedures. However, the concept is rather complicated and culture-bound, and calls for further research in (...) new settings. The aim of this study is to examine the influences of critical success factors of TQM on customer focus therefore, employees are classified based on their perceptions from critical success factors of total quality management and consequently the level of customer focus is compared between the different classifications. The findings reveal that there is significant difference on the level of the customer focus between the established groups of employees. (shrink)

The so-called ‘‘species problem’’ has plagued evolution- ary biology since before Darwin’s publication of the aptly titled Origin of Species. Many biologists think the problem is just a matter of semantics; others complain that it will not be solved until we have more empirical data. Yet, we don’t seem to be able to escape discussing it and teaching seminars about it. In this paper, I briefly examine the main themes of the biological and philosophical liter- atures on the species problem, (...) focusing on identifying common threads as well as relevant differences. I then argue two fundamental points. First, the species problem is not primarily an empirical one, but it is rather fraught with philosophical questions that require—but cannot be settled by—empirical evidence. Second, the (dis-)solution lies in explicitly adopting Wittgenstein’s idea of ‘‘family resemblance’’ or cluster concepts, and to consider spe- cies as an example of such concepts. This solution has several attractive features, including bringing together apparently diverging themes of discussion among bio- logists and philosophers. The current proposal is con- ceptually independent (though not incompatible) with the pluralist approach to the species problem advocated by Mishler, Donoghue, Kitcher and Dupre ́, which implies that distinct aspects of the species question need to be emphasized depending on the goals of the researcher. From the biological literature, the concept of species that most closely matches the philosophical discussion pre- sented here is Templeton’s cohesion idea. (shrink)

This paper suggests that art cannot be defined in terms of individually necessary and jointly sufficient conditions. Instead, we propose that there are several sufficient conditions for something's being art, and that a successful definition will consist of a disjunction of minimally sufficient conditions. Our proposal owes much to the insights of Berys Gaut's ‘“Art” as a Cluster Concept’ but offers a much simpler logical formulation, which, in addition, is immune to the objections that have been raised to (...) Gaut's account. This paper agrees with Gaut's claim that there are borderline cases of art, and suggests that they arise from indeterminacy about the content of some of the minimally sufficient conditions. It is argued that this disjunctive account is superior to classical theories, resemblance-to-paradigm theories, and prototype theories of art. (shrink)

Taxa and homologues can in our view be construed both as kinds and as individuals. However, the conceptualization of taxa as natural kinds in the sense of homeostatic property cluster kinds has been criticized by some systematists, as it seems that even such kinds cannot evolve due to their being homeostatic. We reply by arguing that the treatment of transformational and taxic homologies, respectively, as dynamic and static aspects of the same homeostatic property cluster kind represents a good (...) perspective for supporting the conceptualization of taxa as kinds. The focus on a phenomenon of homology based on causal processes (e.g., connectivity, activity-function, genetics, inheritance, and modularity) and implying relationship with modification yields a notion of natural kinds conforming to the phylogenetic-evolutionary framework. Nevertheless, homeostatic property cluster kinds in taxonomic and evolutionary practice must be rooted in the primacy of epistemological classification (homology as observational properties) over metaphysical generalization (series of transformation and common ancestry as unobservational processes). The perspective of individuating characters exclusively by historical-transformational independence instead of their developmental, structural, and functional independence fails to yield a sufficient practical interplay between theory and observation. Purely ontological and ostensional perspectives in evolution and phylogeny (e.g., an ideographic character concept and PhyloCode’s ‘individualism’ of clades) may be pragmatically contested in the case of urgent issues in biodiversity research, conservation, and systematics. (shrink)

This article puts forth a novel framework for understanding conceptions of disability using six models of disability: the “Social,” “Medical,” “Tragedy,” “Affirmative,” “Minority” and “Universal” models. It analyzes these models as three opposed pairs, each pertaining to a distinct aspect of the multifaceted experience of disability: (1) the cause of disabled people’s social disadvantage and exclusion; (2) the effect of impairment on individuals’ quality of life and well-being; (3) the dichotomy or lack thereof between disabled and nondisabled people. The article (...) argues that although each model is incompatible with its opposed pair, it is compatible with the remaining four models, in the sense that there is no contradiction in holding the views associated with these models at the same time. It therefore concludes that conceptions of disability are best understood as clusters of views on disability that are associated with compatible models. (shrink)

Traditional document clustering algorithms consider text-based features such as unique word count, concept count, etc. to cluster documents. Meanwhile, event mining is the extraction of specific events, their related sub-events, and the associated semantic relations from documents. This work discusses an approach to event mining through clustering. The Universal Networking Language -based subgraph, a semantic representation of the document, is used as the input for clustering. Our research focuses on exploring the use of three different feature sets for (...) event clustering and comparing the approaches used for specific event mining. In our previous work, the clustering algorithm used UNL-based event semantics to represent event context for clustering. However, this approach resulted in different events with similar semantics being clustered together. Hence, instead of considering only UNL event semantics, we considered assigning additional weights to similarity between event contexts with event-related attributes such as time, place, and persons. Although we get specific events in a single cluster, sub-events related to the specific events are not necessarily in a single cluster. Therefore, to improve our cluster efficiency, connective terms between two sentences and their representation as UNL subgraphs were also considered for similarity determination. By combining UNL semantics, event-specific arguments similarity, and connective term concepts between sentences, we were able to obtain clusters for specific events and their sub-events. We have used 112 000 Tamil documents from the Forum for Information Retrieval Evaluation data corpus and achieved good results. We have also compared our approach with the previous state-of-the-art approach for Router-RCV1 corpus and achieved 30% improvements in precision. (shrink)

Determinism seems to rule out a robust sense of options but also prevent our choices from being a matter of luck. In this way, free will seems to require both the truth and falsity of determinism. If the concept of free will is coherent, something must have gone wrong. I offer a diagnosis on which this puzzle is due at least in part to a tension already present in the very idea of free will. I provide various lines of (...) support for this hypothesis, including some experimental data gathered by probing the judgments of non-specialists. (shrink)

When an entity ontologically depends on another entity, the former ‘presupposes’ or ‘requires’ the latter in some metaphysical sense. This paper defends a novel view, Dependence Deflationism, according to which ontological dependence is what I call an aggregative cluster concept: a concept which can be understood, but not fully analysed, as a ‘weighted total’ of constructive and modal relations. The view has several benefits: it accounts for clear cases of ontological dependence as well as the source of (...) disagreement in controversial ones; it gives a nice story about the evidential relevance of modal, mereological and set-theoretic facts to ontological dependence; and it makes sense of debates over the relation's formal properties. One important upshot of the deflationary account is that questions of ontological dependence are generally less deep and less interesting than usually thought. (shrink)

Richard Boyd has long campaigned for a view of natural kinds he calls the Homeostatic Property Cluster account. This account has been particularly exciting for philosophers of biology unhappy with traditional essentialism about natural kinds and the views that biological kinds are, in one way or another, “historical entities”. Though defenders of HPC kinds have done much to further articulate the view, many questions about the account remain. One pressing question concerns the way in which HPC kinds are supposed (...) to accommodate our inductive and explanatory practices via causal, homeostatic mechanisms. In addressing the question, I am led to an alternative conception of what a property cluster kind might be. I call my alternative, in deference to its Boydian origins, the Stable Property Cluster account of natural kinds. Rather than emphasizing homeostasis or causal mechanism, the SPC account emphasizes the stability of a property cluster over the various ways stability may be maintained. In virtue of this modest change of emphasis, the SPC account does not advertise itself as an account of a kind of natural kind — it is, I think, an attractive candidate for a general natural kind concept, able to accommodate the diversity of natural kinds we find in the world. (shrink)

What is the folk concept of art? Does it track any of the major definitions of art philosophers have proposed? In two preregistered experiments (N = 888) focusing on two types of artworks (paintings and musical works), we manipulate three potential features of artworks: intentional creation, the possession of aesthetic value, and institutional recognition. This allows us to investigate whether the folk concept of art fits an essentialist definition drawing on one or more of the manipulated factors or (...) whether it might be a disjunctive or cluster concept. The results suggest that none of the three manipulated properties alone suffices for an object to be considered art. The folk concept of art might thus well be a cluster concept instead of an essentialist concept. (shrink)

This article discusses four ways of understanding the concept of humor: 1) in terms of necessary and sufficient conditions, as 2) a cluster concept, 3) an interpretive concept, and 4) a dual character concept. We peruse both historical and contemporary research on humor, but instead of asking “What is humor?,” we draw conclusions regarding what humor research tells us of the ways to conceptualize humor. The main merits and shortcomings of different approaches are explicated. We (...) suggest that the increased awareness of conceptual options will help the field of humor research to construct ever better theories on the elusive subject matter. (shrink)

Given a set of objects characterized by a number of attributes, hidden patterns can be discovered in them for the grouping of similar objects into clusters. If each of these clusters can be considered as exemplifying a certain concept, then the problem concerned can be referred to as a concept discovery problem. This concept discovery problem can be solved to some extent by existing data clustering techniques. However, they may not be applicable when the concept involved (...) is vague in nature or when the attributes characterizing the objects can be qualitative, quantitative, and fuzzy at the same time. To discover such concepts from objects with such characteristics, we propose a Genetic-Algorithm-based technique. By encoding a specific object grouping in a chromosome and a fitness measure to evaluate the cluster quality, the proposed technique is able to discover meaningful fuzzy clusters and assign membership degrees to objects that do not fully exemplify a certain concept. For evaluation, we tested the proposed technique with simulated and real data and the results are found to be very promising. (shrink)

The symposium »Does the Concept of ›Truth‹ Have Value in the Pursuit of Cross-Cultural Philosophy?« hones on a methodological question which has deep implications on doing philosophy cross-culturally. Drawing on early Confucian writers, the anchor, Henry Rosemont, Jr., attempts to explain why he is skeptical of pat, affirmative answers to this question. His co-symposiasts James Maffie, John Maraldo, and Sonam Thakchoe follow his trail in working out multi-faceted views on truth from Mexican, Japanese Confucian, and Tibetan Buddhist perspectives respectively. (...) As these positions substantiate, the aforementioned non-Anglo-European traditions seem to draw on an integrated view of thinking, feeling, and living a human life. For their practitioners, truth is less of a correspondence with a given external reality. In fact, it enables human beings to strike the right path in living good, social lives. (shrink)

Recently, a number of experimental philosophers have converged on the position that the ordinary concept of weakness of will does not solely consist in “judgment” or “intention” violation but is more like a cluster concept in which each factor plays contributory roles in the application of the concept. This, however, raises the question as to which factor is more central or plays a more significant role in folk’s understanding of the concept. I contend that the (...) ordinary concept of weakness of will is primarily constituted by the “executive commitment” rather than the “evaluative commitment” practices. Drawing on extensive evidence from developmental psychology, I will argue that the executive commitment, which, as I will show, involve intention recognition and metarepresentation, is developmentally prior and more fundamental in our exercise and intuitive understanding of the concept. (shrink)

The division of cognitive labor is fundamental to all cultures. Adults have a strong sense of how knowledge is clustered in the world around them and use that sense to access additional information, defer to relevant experts, and ground their own incomplete understandings. One prominent way of clustering knowledge is by disciplines similar to those that comprise the natural and social sciences. Seven studies explored an emerging sense of these discipline‐based ways of clustering of knowledge. Even 5‐year‐olds could cluster (...) knowledge in a manner roughly corresponding to the departments of natural and social sciences in a university, doing so without any explicit awareness of those academic disciplines. But this awareness is fragile early on and competes with other ways of clustering knowledge. Over the next few years, children come to see discipline‐based clusters as having a privileged status, one that may be linked to increasingly sophisticated assumptions about essences for natural kinds. Possible mechanisms for this developmental shift are examined. (shrink)

Biologists and philosophers have long recognized the importance of species, yet species concepts serve two masters, evolutionary theory on the one hand and taxonomy on the other. Much of present-day evolutionary and systematic biology has confounded these two roles primarily through use of the biological species concept. Theories require entities that are real, discrete, irreducible, and comparable. Within the neo-Darwinian synthesis, however, biological species have been treated as real or subjectively delimited entities, discrete or nondiscrete, and they are often (...) capable of being decomposed into other, smaller units. Because of this, biological species are generally not comparable across different groups of organisms, which implies that the ontological structure of evolutionary theory requires modification. Some biologists, including proponents of the biological species concept, have argued that no species concept is universally applicable across all organisms. Such a view means, however, that the history of life cannot be embraced by a common theory of ancestry and descent if that theory uses species as its entities.These ontological and biological difficulties can be alleviated if species are defined in terms of evolutionary units. The latter are irreducible clusters of reproductively cohesive organisms that are diagnosably distinct from other such clusters. Unlike biological species, which can include two or more evolutionary units, these phylogenetic species are discrete entities in space and time and capable of being compared from one group to the next. (shrink)

Environmentalists consider invasions by exotic species of plants and animals to be one of the most serious environmental problems we face today, as well as one of the leading causes of biodiversity loss. We argue that in order to develop and enact sensible policies, it is crucial to consider two philosophical questions: What exactly makes a species native or exotic, and What values are at stake? We focus on the first of these two questions, and offer some preliminary suggestions with (...) regard to the second. Through a series of case studies, we show that it is not always clear whether a species is native or exotic. We identify five possible criteria that could be used for distinguishing natives from exotics. Rather than identifying one of these criteria as the 'correct' one, we suggest that the concepts of 'native' and ' exotic ' function more like what some philosophers have called cluster concepts. That is, there are several characteristics that are typical of native species, and a corresponding set of characteristics that are typical of exotic species. None of these characteristics is either necessary or sufficient for identifying a species as either native or exotic. We then identify several of the values that are at stake in dealing with exotic species, and we suggest that policies need to avoid being overly simplistic. (shrink)